Band 13
Introduction to Scientific Computing and Data Analysis
Aus der Reihe
Texts in Computational Science and Engineering
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- Hardcover
- Taschenbuch
- eBook ausgewählt
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Form:Einzelkauf Download
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Sprache:Englisch
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Auflage:Second Edition 2023
Fr. 75.90
inkl. gesetzl. MwSt.Beschreibung
Produktdetails
Format
Kopierschutz
Nein
Family Sharing
Nein
Text-to-Speech
Nein
Erscheinungsdatum
11.07.2023
Verlag
Springer Nature SwitzerlandSeitenzahl
554 (Printausgabe)
Dateigröße
8255 KB
Auflage
Second Edition 2023
Sprache
Englisch
EAN
9783031224300
This textbook provides an introduction to numerical computing and its applications in science and engineering. The topics covered include those usually found in an introductory course, as well as those that arise in data analysis. This includes optimization and regression-based methods using a singular value decomposition. The emphasis is on problem solving, and there are numerous exercises throughout the text concerning applications in engineering and science. The essential role of the mathematical theory underlying the methods is also considered, both for understanding how the method works, as well as how the error in the computation depends on the method being used. The codes used for most of the computational examples in the text are available on GitHub. This new edition includes material necessary for an upper division course in computational linear algebra.
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